Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006638

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001446

distance 0.162 · cross-district

#2 · Sataracell 4940002117

distance 0.176 · cross-district

#3 · Sanglicell 4930007092

distance 0.193

#4 · Sanglicell 4930006911

distance 0.205

#5 · Sanglicell 4930006140

distance 0.213

#6 · Sanglicell 4930007076

distance 0.214

#7 · Sataracell 4940002338

distance 0.215 · cross-district

#8 · Sanglicell 4930006416

distance 0.216

#9 · Sanglicell 4930006773

distance 0.226

#10 · Sanglicell 4930006215

distance 0.229

#11 · Sanglicell 4930005320

distance 0.229

#12 · Sanglicell 4930006819

distance 0.231

#13 · Sataracell 4940003140

distance 0.237 · cross-district

#14 · Sanglicell 4930006201

distance 0.238

#15 · Sanglicell 4930004669

distance 0.24

#16 · Sataracell 4940002011

distance 0.241 · cross-district

#17 · Sataracell 4940005893

distance 0.241 · cross-district

#18 · Sanglicell 4930006765

distance 0.243

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930006638}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.